Overview
Brought to you by YData
Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 61249 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.6 MiB |
| Average record size in memory | 216.0 B |
Variable types
| Numeric | 24 |
|---|---|
| Categorical | 3 |
RUL is highly overall correlated with cycle | High correlation |
cycle is highly overall correlated with RUL | High correlation |
op_setting_1 is highly overall correlated with op_setting_2 and 20 other fields | High correlation |
op_setting_2 is highly overall correlated with op_setting_1 and 20 other fields | High correlation |
op_setting_3 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_1 is highly overall correlated with op_setting_1 and 20 other fields | High correlation |
sensor_10 is highly overall correlated with op_setting_1 and 22 other fields | High correlation |
sensor_11 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_12 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_13 is highly overall correlated with op_setting_3 and 5 other fields | High correlation |
sensor_14 is highly overall correlated with op_setting_3 and 17 other fields | High correlation |
sensor_15 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_16 is highly overall correlated with op_setting_1 and 19 other fields | High correlation |
sensor_17 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_18 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_19 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_2 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_20 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_21 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_3 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_4 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_5 is highly overall correlated with op_setting_1 and 20 other fields | High correlation |
sensor_6 is highly overall correlated with op_setting_1 and 20 other fields | High correlation |
sensor_7 is highly overall correlated with op_setting_1 and 21 other fields | High correlation |
sensor_8 is highly overall correlated with op_setting_1 and 22 other fields | High correlation |
sensor_9 is highly overall correlated with op_setting_1 and 22 other fields | High correlation |
op_setting_2 has 4776 (7.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-24 08:11:23.259108 |
|---|---|
| Analysis finished | 2025-05-24 08:11:57.333929 |
| Duration | 34.07 seconds |
| Software version | ydata-profiling v4.16.1 |
| Download configuration | config.json |
Variables
unit
Real number (ℝ)
| Distinct | 249 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.32518 |
| Minimum | 1 |
|---|---|
| Maximum | 249 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 60 |
| median | 126 |
| Q3 | 185 |
| 95-th percentile | 237 |
| Maximum | 249 |
| Range | 248 |
| Interquartile range (IQR) | 125 |
Descriptive statistics
| Standard deviation | 71.99535 |
|---|---|
| Coefficient of variation (CV) | 0.57908904 |
| Kurtosis | -1.1964396 |
| Mean | 124.32518 |
| Median Absolute Deviation (MAD) | 62 |
| Skewness | -0.01062972 |
| Sum | 7614793 |
| Variance | 5183.3304 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 118 | 543 | 0.9% |
| 133 | 489 | 0.8% |
| 173 | 457 | 0.7% |
| 49 | 446 | 0.7% |
| 179 | 435 | 0.7% |
| 225 | 418 | 0.7% |
| 171 | 399 | 0.7% |
| 158 | 399 | 0.7% |
| 37 | 388 | 0.6% |
| 88 | 388 | 0.6% |
| Other values (239) | 56887 |
| Value | Count | Frequency (%) |
| 1 | 321 | |
| 2 | 299 | |
| 3 | 307 | |
| 4 | 274 | |
| 5 | 193 | |
| 6 | 331 | |
| 7 | 221 | |
| 8 | 230 | |
| 9 | 334 | |
| 10 | 354 |
| Value | Count | Frequency (%) |
| 249 | 255 | |
| 248 | 184 | |
| 247 | 211 | |
| 246 | 161 | |
| 245 | 205 | |
| 244 | 267 | |
| 243 | 327 | |
| 242 | 222 | |
| 241 | 332 | |
| 240 | 149 |
cycle
Real number (ℝ)
High correlation 
| Distinct | 543 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.31142 |
| Minimum | 1 |
|---|---|
| Maximum | 543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 62 |
| median | 123 |
| Q3 | 191 |
| 95-th percentile | 299 |
| Maximum | 543 |
| Range | 542 |
| Interquartile range (IQR) | 129 |
Descriptive statistics
| Standard deviation | 89.783389 |
|---|---|
| Coefficient of variation (CV) | 0.66847176 |
| Kurtosis | 0.24691862 |
| Mean | 134.31142 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | 0.7079729 |
| Sum | 8226440 |
| Variance | 8061.057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 249 | 0.4% |
| 65 | 249 | 0.4% |
| 96 | 249 | 0.4% |
| 95 | 249 | 0.4% |
| 94 | 249 | 0.4% |
| 93 | 249 | 0.4% |
| 92 | 249 | 0.4% |
| 91 | 249 | 0.4% |
| 90 | 249 | 0.4% |
| 89 | 249 | 0.4% |
| Other values (533) | 58759 |
| Value | Count | Frequency (%) |
| 1 | 249 | |
| 2 | 249 | |
| 3 | 249 | |
| 4 | 249 | |
| 5 | 249 | |
| 6 | 249 | |
| 7 | 249 | |
| 8 | 249 | |
| 9 | 249 | |
| 10 | 249 |
| Value | Count | Frequency (%) |
| 543 | 1 | |
| 542 | 1 | |
| 541 | 1 | |
| 540 | 1 | |
| 539 | 1 | |
| 538 | 1 | |
| 537 | 1 | |
| 536 | 1 | |
| 535 | 1 | |
| 534 | 1 |
op_setting_1
Real number (ℝ)
High correlation 
| Distinct | 536 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.999823 |
| Minimum | 0 |
|---|---|
| Maximum | 42.008 |
| Zeros | 162 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001 |
| Q1 | 10.0046 |
| median | 25.0014 |
| Q3 | 41.9981 |
| 95-th percentile | 42.006 |
| Maximum | 42.008 |
| Range | 42.008 |
| Interquartile range (IQR) | 31.9935 |
Descriptive statistics
| Standard deviation | 14.780722 |
|---|---|
| Coefficient of variation (CV) | 0.61586794 |
| Kurtosis | -1.2307502 |
| Mean | 23.999823 |
| Median Absolute Deviation (MAD) | 14.9969 |
| Skewness | -0.26043963 |
| Sum | 1469965.2 |
| Variance | 218.46973 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0022 | 339 | 0.6% |
| 0.0015 | 333 | 0.5% |
| 0.0023 | 324 | 0.5% |
| 0.0019 | 323 | 0.5% |
| 0.0006 | 323 | 0.5% |
| 0.0028 | 322 | 0.5% |
| 0.0024 | 321 | 0.5% |
| 0.0005 | 319 | 0.5% |
| 0.0016 | 318 | 0.5% |
| 0.0027 | 317 | 0.5% |
| Other values (526) | 58010 |
| Value | Count | Frequency (%) |
| 0 | 162 | |
| 0.0001 | 307 | |
| 0.0002 | 305 | |
| 0.0003 | 295 | |
| 0.0004 | 313 | |
| 0.0005 | 319 | |
| 0.0006 | 323 | |
| 0.0007 | 306 | |
| 0.0008 | 282 | |
| 0.0009 | 315 |
| Value | Count | Frequency (%) |
| 42.008 | 77 | |
| 42.0079 | 166 | |
| 42.0078 | 163 | |
| 42.0077 | 159 | |
| 42.0076 | 137 | |
| 42.0075 | 138 | |
| 42.0074 | 150 | |
| 42.0073 | 141 | |
| 42.0072 | 150 | |
| 42.0071 | 169 |
op_setting_2
Real number (ℝ)
High correlation  Zeros 
| Distinct | 105 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57134689 |
| Minimum | 0 |
|---|---|
| Maximum | 0.842 |
| Zeros | 4776 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2507 |
| median | 0.7 |
| Q3 | 0.84 |
| 95-th percentile | 0.8415 |
| Maximum | 0.842 |
| Range | 0.842 |
| Interquartile range (IQR) | 0.5893 |
Descriptive statistics
| Standard deviation | 0.31070344 |
|---|---|
| Coefficient of variation (CV) | 0.54380876 |
| Kurtosis | -0.8796748 |
| Mean | 0.57134689 |
| Median Absolute Deviation (MAD) | 0.14 |
| Skewness | -0.82941362 |
| Sum | 34994.426 |
| Variance | 0.09653663 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.84 | 12511 | |
| 0 | 4776 | 7.8% |
| 0.25 | 4686 | 7.7% |
| 0.62 | 4683 | 7.6% |
| 0.7 | 4634 | 7.6% |
| 0.8413 | 655 | 1.1% |
| 0.8403 | 653 | 1.1% |
| 0.8402 | 643 | 1.0% |
| 0.8404 | 637 | 1.0% |
| 0.8408 | 634 | 1.0% |
| Other values (95) | 26737 |
| Value | Count | Frequency (%) |
| 0 | 4776 | |
| 0.0001 | 227 | 0.4% |
| 0.0002 | 228 | 0.4% |
| 0.0003 | 246 | 0.4% |
| 0.0004 | 227 | 0.4% |
| 0.0005 | 227 | 0.4% |
| 0.0006 | 244 | 0.4% |
| 0.0007 | 234 | 0.4% |
| 0.0008 | 215 | 0.4% |
| 0.0009 | 207 | 0.3% |
| Value | Count | Frequency (%) |
| 0.842 | 344 | |
| 0.8419 | 584 | |
| 0.8418 | 594 | |
| 0.8417 | 582 | |
| 0.8416 | 631 | |
| 0.8415 | 619 | |
| 0.8414 | 618 | |
| 0.8413 | 655 | |
| 0.8412 | 589 | |
| 0.8411 | 604 |
op_setting_3
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.6 MiB |
| 100.0 | |
|---|---|
| 60.0 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.8507894 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100.0 |
|---|---|
| 2nd row | 100.0 |
| 3rd row | 100.0 |
| 4th row | 100.0 |
| 5th row | 60.0 |
Common Values
| Value | Count | Frequency (%) |
| 100.0 | 52110 | |
| 60.0 | 9139 | 14.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 100.0 | 52110 | |
| 60.0 | 9139 | 14.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 174608 | |
| . | 61249 | 20.6% |
| 1 | 52110 | 17.5% |
| 6 | 9139 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 297106 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 174608 | |
| . | 61249 | 20.6% |
| 1 | 52110 | 17.5% |
| 6 | 9139 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 297106 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 174608 | |
| . | 61249 | 20.6% |
| 1 | 52110 | 17.5% |
| 6 | 9139 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 297106 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 174608 | |
| . | 61249 | 20.6% |
| 1 | 52110 | 17.5% |
| 6 | 9139 | 3.1% |
sensor_1
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 472.88244 |
| Minimum | 445 |
|---|---|
| Maximum | 518.67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 445 |
|---|---|
| 5-th percentile | 445 |
| Q1 | 445 |
| median | 462.54 |
| Q3 | 491.19 |
| 95-th percentile | 518.67 |
| Maximum | 518.67 |
| Range | 73.67 |
| Interquartile range (IQR) | 46.19 |
Descriptive statistics
| Standard deviation | 26.436832 |
|---|---|
| Coefficient of variation (CV) | 0.055905717 |
| Kurtosis | -1.1805952 |
| Mean | 472.88244 |
| Median Absolute Deviation (MAD) | 17.54 |
| Skewness | 0.45924728 |
| Sum | 28963576 |
| Variance | 698.90607 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 445 | 15395 | |
| 518.67 | 9238 | |
| 489.05 | 9224 | |
| 449.44 | 9162 | |
| 462.54 | 9139 | |
| 491.19 | 9091 |
| Value | Count | Frequency (%) |
| 445 | 15395 | |
| 449.44 | 9162 | |
| 462.54 | 9139 | |
| 489.05 | 9224 | |
| 491.19 | 9091 | |
| 518.67 | 9238 |
| Value | Count | Frequency (%) |
| 518.67 | 9238 | |
| 491.19 | 9091 | |
| 489.05 | 9224 | |
| 462.54 | 9139 | |
| 449.44 | 9162 | |
| 445 | 15395 |
sensor_2
Real number (ℝ)
High correlation 
| Distinct | 1704 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 579.42006 |
| Minimum | 535.48 |
|---|---|
| Maximum | 644.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 535.48 |
|---|---|
| 5-th percentile | 536.57 |
| Q1 | 549.33 |
| median | 555.74 |
| Q3 | 607.07 |
| 95-th percentile | 642.69 |
| Maximum | 644.42 |
| Range | 108.94 |
| Interquartile range (IQR) | 57.74 |
Descriptive statistics
| Standard deviation | 37.342647 |
|---|---|
| Coefficient of variation (CV) | 0.064448316 |
| Kurtosis | -1.3097566 |
| Mean | 579.42006 |
| Median Absolute Deviation (MAD) | 19.17 |
| Skewness | 0.44429312 |
| Sum | 35488899 |
| Variance | 1394.4733 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 549.36 | 162 | 0.3% |
| 549.25 | 160 | 0.3% |
| 549.47 | 154 | 0.3% |
| 549.55 | 148 | 0.2% |
| 549.3 | 146 | 0.2% |
| 549.48 | 146 | 0.2% |
| 549.42 | 145 | 0.2% |
| 549.43 | 143 | 0.2% |
| 549.49 | 142 | 0.2% |
| 549.39 | 142 | 0.2% |
| Other values (1694) | 59761 |
| Value | Count | Frequency (%) |
| 535.48 | 2 | |
| 535.51 | 1 | |
| 535.56 | 1 | |
| 535.58 | 1 | |
| 535.59 | 1 | |
| 535.61 | 2 | |
| 535.62 | 1 | |
| 535.63 | 2 | |
| 535.64 | 1 | |
| 535.65 | 2 |
| Value | Count | Frequency (%) |
| 644.42 | 1 | < 0.1% |
| 644.21 | 1 | < 0.1% |
| 644.2 | 3 | |
| 644.19 | 1 | < 0.1% |
| 644.17 | 1 | < 0.1% |
| 644.16 | 1 | < 0.1% |
| 644.15 | 1 | < 0.1% |
| 644.14 | 1 | < 0.1% |
| 644.13 | 1 | < 0.1% |
| 644.12 | 2 |
sensor_3
Real number (ℝ)
High correlation 
| Distinct | 13558 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1417.8966 |
| Minimum | 1242.67 |
|---|---|
| Maximum | 1613 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 1242.67 |
|---|---|
| 5-th percentile | 1257.96 |
| Q1 | 1350.55 |
| median | 1367.68 |
| Q3 | 1497.42 |
| 95-th percentile | 1591.13 |
| Maximum | 1613 |
| Range | 370.33 |
| Interquartile range (IQR) | 146.87 |
Descriptive statistics
| Standard deviation | 106.1676 |
|---|---|
| Coefficient of variation (CV) | 0.074876827 |
| Kurtosis | -1.1334546 |
| Mean | 1417.8966 |
| Median Absolute Deviation (MAD) | 107.97 |
| Skewness | 0.16951483 |
| Sum | 86844749 |
| Variance | 11271.559 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1355.66 | 22 | < 0.1% |
| 1356.86 | 21 | < 0.1% |
| 1355.78 | 21 | < 0.1% |
| 1354.67 | 18 | < 0.1% |
| 1354.47 | 18 | < 0.1% |
| 1353.86 | 18 | < 0.1% |
| 1350.48 | 18 | < 0.1% |
| 1352.09 | 18 | < 0.1% |
| 1358.46 | 18 | < 0.1% |
| 1360.71 | 18 | < 0.1% |
| Other values (13548) | 61059 |
| Value | Count | Frequency (%) |
| 1242.67 | 1 | |
| 1242.98 | 1 | |
| 1243.28 | 1 | |
| 1243.51 | 1 | |
| 1243.62 | 1 | |
| 1243.66 | 1 | |
| 1244 | 1 | |
| 1244.3 | 1 | |
| 1244.48 | 1 | |
| 1244.64 | 1 |
| Value | Count | Frequency (%) |
| 1613 | 2 | |
| 1612.66 | 1 | |
| 1611.9 | 1 | |
| 1611.42 | 1 | |
| 1609.79 | 1 | |
| 1609.76 | 2 | |
| 1609.7 | 1 | |
| 1609.03 | 1 | |
| 1608.88 | 1 | |
| 1608.46 | 2 |
sensor_4
Real number (ℝ)
High correlation 
| Distinct | 17353 |
|---|---|
| Distinct (%) | 28.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1201.9154 |
| Minimum | 1024.42 |
|---|---|
| Maximum | 1440.77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 1024.42 |
|---|---|
| 5-th percentile | 1043.014 |
| Q1 | 1119.49 |
| median | 1136.92 |
| Q3 | 1302.62 |
| 95-th percentile | 1408.57 |
| Maximum | 1440.77 |
| Range | 416.35 |
| Interquartile range (IQR) | 183.13 |
Descriptive statistics
| Standard deviation | 119.32759 |
|---|---|
| Coefficient of variation (CV) | 0.099281193 |
| Kurtosis | -1.1055536 |
| Mean | 1201.9154 |
| Median Absolute Deviation (MAD) | 93.81 |
| Skewness | 0.43026883 |
| Sum | 73616114 |
| Variance | 14239.074 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1123.98 | 22 | < 0.1% |
| 1128.74 | 20 | < 0.1% |
| 1125.1 | 20 | < 0.1% |
| 1123 | 19 | < 0.1% |
| 1122.33 | 19 | < 0.1% |
| 1119.71 | 18 | < 0.1% |
| 1123.92 | 18 | < 0.1% |
| 1126.15 | 18 | < 0.1% |
| 1124.99 | 18 | < 0.1% |
| 1132.52 | 18 | < 0.1% |
| Other values (17343) | 61059 |
| Value | Count | Frequency (%) |
| 1024.42 | 1 | |
| 1025.52 | 1 | |
| 1025.75 | 1 | |
| 1025.96 | 1 | |
| 1026.47 | 1 | |
| 1026.53 | 1 | |
| 1026.59 | 1 | |
| 1026.91 | 1 | |
| 1027.39 | 1 | |
| 1027.52 | 1 |
| Value | Count | Frequency (%) |
| 1440.77 | 1 | < 0.1% |
| 1437.97 | 1 | < 0.1% |
| 1437.77 | 1 | < 0.1% |
| 1436.78 | 1 | < 0.1% |
| 1436.1 | 1 | < 0.1% |
| 1435.88 | 3 | |
| 1435.39 | 1 | < 0.1% |
| 1435.28 | 1 | < 0.1% |
| 1435 | 1 | < 0.1% |
| 1434.87 | 1 | < 0.1% |
sensor_5
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0316258 |
| Minimum | 3.91 |
|---|---|
| Maximum | 14.62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 3.91 |
|---|---|
| 5-th percentile | 3.91 |
| Q1 | 3.91 |
| median | 7.05 |
| Q3 | 10.52 |
| 95-th percentile | 14.62 |
| Maximum | 14.62 |
| Range | 10.71 |
| Interquartile range (IQR) | 6.61 |
Descriptive statistics
| Standard deviation | 3.6228721 |
|---|---|
| Coefficient of variation (CV) | 0.45107581 |
| Kurtosis | -0.85550491 |
| Mean | 8.0316258 |
| Median Absolute Deviation (MAD) | 3.14 |
| Skewness | 0.53773997 |
| Sum | 491929.05 |
| Variance | 13.125202 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.91 | 15395 | |
| 14.62 | 9238 | |
| 10.52 | 9224 | |
| 5.48 | 9162 | |
| 7.05 | 9139 | |
| 9.35 | 9091 |
| Value | Count | Frequency (%) |
| 3.91 | 15395 | |
| 5.48 | 9162 | |
| 7.05 | 9139 | |
| 9.35 | 9091 | |
| 10.52 | 9224 | |
| 14.62 | 9238 |
| Value | Count | Frequency (%) |
| 14.62 | 9238 | |
| 10.52 | 9224 | |
| 9.35 | 9091 | |
| 7.05 | 9139 | |
| 5.48 | 9162 | |
| 3.91 | 15395 |
sensor_6
Real number (ℝ)
High correlation 
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.589457 |
| Minimum | 5.67 |
|---|---|
| Maximum | 21.61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 5.67 |
|---|---|
| 5-th percentile | 5.7 |
| Q1 | 5.72 |
| median | 9.03 |
| Q3 | 15.48 |
| 95-th percentile | 21.61 |
| Maximum | 21.61 |
| Range | 15.94 |
| Interquartile range (IQR) | 9.76 |
Descriptive statistics
| Standard deviation | 5.4440165 |
|---|---|
| Coefficient of variation (CV) | 0.4697387 |
| Kurtosis | -0.85523397 |
| Mean | 11.589457 |
| Median Absolute Deviation (MAD) | 3.33 |
| Skewness | 0.62472165 |
| Sum | 709842.66 |
| Variance | 29.637316 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.71 | 5737 | 9.4% |
| 8 | 5192 | 8.5% |
| 21.61 | 5104 | 8.3% |
| 5.72 | 4673 | 7.6% |
| 15.49 | 3783 | 6.2% |
| 9.03 | 3692 | 6.0% |
| 13.66 | 3195 | 5.2% |
| 5.7 | 2467 | 4.0% |
| 5.69 | 2319 | 3.8% |
| 9.02 | 2259 | 3.7% |
| Other values (36) | 22828 |
| Value | Count | Frequency (%) |
| 5.67 | 4 | < 0.1% |
| 5.68 | 195 | 0.3% |
| 5.69 | 2319 | |
| 5.7 | 2467 | |
| 5.71 | 5737 | |
| 5.72 | 4673 | |
| 7.95 | 57 | 0.1% |
| 7.96 | 371 | 0.6% |
| 7.97 | 1300 | 2.1% |
| 7.98 | 873 | 1.4% |
| Value | Count | Frequency (%) |
| 21.61 | 5104 | |
| 21.6 | 1602 | 2.6% |
| 21.59 | 584 | 1.0% |
| 21.58 | 930 | 1.5% |
| 21.57 | 798 | 1.3% |
| 21.56 | 172 | 0.3% |
| 21.55 | 47 | 0.1% |
| 21.54 | 1 | < 0.1% |
| 15.5 | 1599 | 2.6% |
| 15.49 | 3783 |
sensor_7
Real number (ℝ)
High correlation 
| Distinct | 5926 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 283.32863 |
| Minimum | 136.17 |
|---|---|
| Maximum | 570.81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 136.17 |
|---|---|
| 5-th percentile | 138.21 |
| Q1 | 142.92 |
| median | 194.96 |
| Q3 | 394.28 |
| 95-th percentile | 554.9 |
| Maximum | 570.81 |
| Range | 434.64 |
| Interquartile range (IQR) | 251.36 |
Descriptive statistics
| Standard deviation | 146.88021 |
|---|---|
| Coefficient of variation (CV) | 0.51840934 |
| Kurtosis | -0.87893611 |
| Mean | 283.32863 |
| Median Absolute Deviation (MAD) | 56.75 |
| Skewness | 0.69950886 |
| Sum | 17353595 |
| Variance | 21573.796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 138.53 | 117 | 0.2% |
| 138.62 | 114 | 0.2% |
| 138.61 | 112 | 0.2% |
| 138.66 | 106 | 0.2% |
| 138.51 | 105 | 0.2% |
| 138.74 | 105 | 0.2% |
| 138.64 | 105 | 0.2% |
| 138.77 | 104 | 0.2% |
| 138.47 | 104 | 0.2% |
| 138.69 | 103 | 0.2% |
| Other values (5916) | 60174 |
| Value | Count | Frequency (%) |
| 136.17 | 1 | < 0.1% |
| 136.31 | 1 | < 0.1% |
| 136.38 | 1 | < 0.1% |
| 136.43 | 1 | < 0.1% |
| 136.45 | 1 | < 0.1% |
| 136.5 | 1 | < 0.1% |
| 136.51 | 1 | < 0.1% |
| 136.54 | 1 | < 0.1% |
| 136.56 | 1 | < 0.1% |
| 136.57 | 3 |
| Value | Count | Frequency (%) |
| 570.81 | 1 | |
| 569.74 | 1 | |
| 569.69 | 1 | |
| 569.58 | 1 | |
| 569.34 | 1 | |
| 569.29 | 1 | |
| 569.16 | 1 | |
| 569.14 | 1 | |
| 569.07 | 1 | |
| 569.06 | 1 |
sensor_8
Real number (ℝ)
High correlation 
| Distinct | 1038 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2228.686 |
| Minimum | 1914.72 |
|---|---|
| Maximum | 2388.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 1914.72 |
|---|---|
| 5-th percentile | 1915.32 |
| Q1 | 2211.95 |
| median | 2223.07 |
| Q3 | 2323.93 |
| 95-th percentile | 2388.12 |
| Maximum | 2388.64 |
| Range | 473.92 |
| Interquartile range (IQR) | 111.98 |
Descriptive statistics
| Standard deviation | 145.34824 |
|---|---|
| Coefficient of variation (CV) | 0.065217012 |
| Kurtosis | 0.48832812 |
| Mean | 2228.686 |
| Median Absolute Deviation (MAD) | 95.9 |
| Skewness | -1.217583 |
| Sum | 1.3650479 × 108 |
| Variance | 21126.112 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2211.95 | 477 | 0.8% |
| 2211.94 | 474 | 0.8% |
| 2211.97 | 454 | 0.7% |
| 2211.96 | 446 | 0.7% |
| 2211.98 | 433 | 0.7% |
| 2211.99 | 430 | 0.7% |
| 2388.08 | 421 | 0.7% |
| 2211.93 | 420 | 0.7% |
| 2212 | 416 | 0.7% |
| 2212.01 | 410 | 0.7% |
| Other values (1028) | 56868 |
| Value | Count | Frequency (%) |
| 1914.72 | 1 | |
| 1914.8 | 2 | |
| 1914.83 | 2 | |
| 1914.84 | 1 | |
| 1914.85 | 1 | |
| 1914.86 | 1 | |
| 1914.88 | 1 | |
| 1914.89 | 2 | |
| 1914.9 | 1 | |
| 1914.91 | 1 |
| Value | Count | Frequency (%) |
| 2388.64 | 1 | < 0.1% |
| 2388.6 | 2 | < 0.1% |
| 2388.59 | 2 | < 0.1% |
| 2388.58 | 1 | < 0.1% |
| 2388.57 | 1 | < 0.1% |
| 2388.56 | 2 | < 0.1% |
| 2388.55 | 9 | |
| 2388.54 | 8 | |
| 2388.53 | 13 | |
| 2388.52 | 8 |
sensor_9
Real number (ℝ)
High correlation 
| Distinct | 25297 |
|---|---|
| Distinct (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8524.6733 |
| Minimum | 7984.51 |
|---|---|
| Maximum | 9196.81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 7984.51 |
|---|---|
| 5-th percentile | 8007.724 |
| Q1 | 8320.59 |
| median | 8362.76 |
| Q3 | 8777.25 |
| 95-th percentile | 9065.67 |
| Maximum | 9196.81 |
| Range | 1212.3 |
| Interquartile range (IQR) | 456.66 |
Descriptive statistics
| Standard deviation | 336.92755 |
|---|---|
| Coefficient of variation (CV) | 0.039523807 |
| Kurtosis | -1.0972164 |
| Mean | 8524.6733 |
| Median Absolute Deviation (MAD) | 351.49 |
| Skewness | 0.13335256 |
| Sum | 5.2212772 × 108 |
| Variance | 113520.17 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8339.85 | 13 | < 0.1% |
| 8314.89 | 13 | < 0.1% |
| 8329.62 | 12 | < 0.1% |
| 8323.89 | 12 | < 0.1% |
| 8321.05 | 12 | < 0.1% |
| 8323.74 | 12 | < 0.1% |
| 8346.27 | 12 | < 0.1% |
| 8346.66 | 11 | < 0.1% |
| 8776.33 | 11 | < 0.1% |
| 8352.78 | 11 | < 0.1% |
| Other values (25287) | 61130 |
| Value | Count | Frequency (%) |
| 7984.51 | 1 | |
| 7984.59 | 1 | |
| 7985.18 | 1 | |
| 7986.72 | 1 | |
| 7987.18 | 1 | |
| 7987.93 | 1 | |
| 7988.07 | 1 | |
| 7988.35 | 1 | |
| 7989.04 | 1 | |
| 7989.05 | 1 |
| Value | Count | Frequency (%) |
| 9196.81 | 1 | |
| 9196.07 | 1 | |
| 9195.38 | 1 | |
| 9194.16 | 1 | |
| 9179.67 | 1 | |
| 9178.46 | 1 | |
| 9177.65 | 1 | |
| 9176.4 | 1 | |
| 9175.43 | 1 | |
| 9174.88 | 1 |
sensor_10
Real number (ℝ)
High correlation 
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.096445 |
| Minimum | 0.93 |
|---|---|
| Maximum | 1.32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 0.93 |
|---|---|
| 5-th percentile | 0.94 |
| Q1 | 1.02 |
| median | 1.03 |
| Q3 | 1.26 |
| 95-th percentile | 1.3 |
| Maximum | 1.32 |
| Range | 0.39 |
| Interquartile range (IQR) | 0.24 |
Descriptive statistics
| Standard deviation | 0.12768053 |
|---|---|
| Coefficient of variation (CV) | 0.11644955 |
| Kurtosis | -1.2012099 |
| Mean | 1.096445 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 0.58846393 |
| Sum | 67156.16 |
| Variance | 0.016302317 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.02 | 18078 | |
| 0.94 | 8831 | |
| 1.26 | 8290 | |
| 1.3 | 8135 | |
| 1.08 | 5978 | 9.8% |
| 1.03 | 4008 | 6.5% |
| 1.07 | 2482 | 4.1% |
| 1.04 | 1227 | 2.0% |
| 1.31 | 1038 | 1.7% |
| 1.01 | 794 | 1.3% |
| Other values (11) | 2388 | 3.9% |
| Value | Count | Frequency (%) |
| 0.93 | 284 | 0.5% |
| 0.94 | 8831 | |
| 0.95 | 24 | < 0.1% |
| 1.01 | 794 | 1.3% |
| 1.02 | 18078 | |
| 1.03 | 4008 | 6.5% |
| 1.04 | 1227 | 2.0% |
| 1.05 | 448 | 0.7% |
| 1.06 | 2 | < 0.1% |
| 1.07 | 2482 | 4.1% |
| Value | Count | Frequency (%) |
| 1.32 | 58 | 0.1% |
| 1.31 | 1038 | 1.7% |
| 1.3 | 8135 | |
| 1.29 | 7 | < 0.1% |
| 1.28 | 5 | < 0.1% |
| 1.27 | 769 | 1.3% |
| 1.26 | 8290 | |
| 1.25 | 160 | 0.3% |
| 1.1 | 69 | 0.1% |
| 1.09 | 562 | 0.9% |
sensor_11
Real number (ℝ)
High correlation 
| Distinct | 737 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.874529 |
| Minimum | 36.04 |
|---|---|
| Maximum | 48.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 36.04 |
|---|---|
| 5-th percentile | 36.56 |
| Q1 | 41.76 |
| median | 42.33 |
| Q3 | 45.22 |
| 95-th percentile | 47.54 |
| Maximum | 48.36 |
| Range | 12.32 |
| Interquartile range (IQR) | 3.46 |
Descriptive statistics
| Standard deviation | 3.2434915 |
|---|---|
| Coefficient of variation (CV) | 0.075650779 |
| Kurtosis | -0.33017191 |
| Mean | 42.874529 |
| Median Absolute Deviation (MAD) | 2.11 |
| Skewness | -0.53816542 |
| Sum | 2626022 |
| Variance | 10.520237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41.8 | 353 | 0.6% |
| 41.92 | 351 | 0.6% |
| 41.84 | 349 | 0.6% |
| 41.98 | 346 | 0.6% |
| 41.93 | 344 | 0.6% |
| 41.85 | 338 | 0.6% |
| 41.89 | 335 | 0.5% |
| 41.95 | 335 | 0.5% |
| 41.94 | 334 | 0.5% |
| 41.9 | 332 | 0.5% |
| Other values (727) | 57832 |
| Value | Count | Frequency (%) |
| 36.04 | 1 | < 0.1% |
| 36.07 | 1 | < 0.1% |
| 36.08 | 1 | < 0.1% |
| 36.1 | 2 | < 0.1% |
| 36.11 | 2 | < 0.1% |
| 36.14 | 3 | < 0.1% |
| 36.15 | 6 | |
| 36.16 | 5 | |
| 36.17 | 7 | |
| 36.18 | 9 |
| Value | Count | Frequency (%) |
| 48.36 | 1 | < 0.1% |
| 48.34 | 2 | < 0.1% |
| 48.33 | 2 | < 0.1% |
| 48.32 | 4 | |
| 48.31 | 7 | |
| 48.3 | 3 | |
| 48.29 | 2 | < 0.1% |
| 48.28 | 5 | |
| 48.27 | 3 | |
| 48.26 | 4 |
sensor_12
Real number (ℝ)
High correlation 
| Distinct | 5627 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 266.73567 |
| Minimum | 128.31 |
|---|---|
| Maximum | 537.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 128.31 |
|---|---|
| 5-th percentile | 130.2 |
| Q1 | 134.52 |
| median | 183.45 |
| Q3 | 371.4 |
| 95-th percentile | 522.71 |
| Maximum | 537.49 |
| Range | 409.18 |
| Interquartile range (IQR) | 236.88 |
Descriptive statistics
| Standard deviation | 138.47911 |
|---|---|
| Coefficient of variation (CV) | 0.51916233 |
| Kurtosis | -0.87820552 |
| Mean | 266.73567 |
| Median Absolute Deviation (MAD) | 53.25 |
| Skewness | 0.70070013 |
| Sum | 16337293 |
| Variance | 19176.464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130.56 | 136 | 0.2% |
| 130.54 | 131 | 0.2% |
| 130.46 | 128 | 0.2% |
| 130.65 | 128 | 0.2% |
| 130.67 | 126 | 0.2% |
| 130.57 | 125 | 0.2% |
| 130.52 | 125 | 0.2% |
| 130.58 | 124 | 0.2% |
| 130.85 | 124 | 0.2% |
| 130.61 | 124 | 0.2% |
| Other values (5617) | 59978 |
| Value | Count | Frequency (%) |
| 128.31 | 1 | < 0.1% |
| 128.45 | 1 | < 0.1% |
| 128.46 | 1 | < 0.1% |
| 128.54 | 2 | |
| 128.56 | 1 | < 0.1% |
| 128.57 | 1 | < 0.1% |
| 128.58 | 1 | < 0.1% |
| 128.59 | 2 | |
| 128.62 | 3 | |
| 128.71 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 537.49 | 1 | |
| 537.3 | 1 | |
| 537.06 | 1 | |
| 536.81 | 1 | |
| 536.8 | 1 | |
| 536.78 | 1 | |
| 536.66 | 1 | |
| 536.58 | 1 | |
| 536.56 | 1 | |
| 536.46 | 1 |
sensor_13
Real number (ℝ)
High correlation 
| Distinct | 483 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2334.4276 |
| Minimum | 2027.57 |
|---|---|
| Maximum | 2390.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 2027.57 |
|---|---|
| 5-th percentile | 2028.21 |
| Q1 | 2387.91 |
| median | 2388.06 |
| Q3 | 2388.17 |
| 95-th percentile | 2388.49 |
| Maximum | 2390.49 |
| Range | 362.92 |
| Interquartile range (IQR) | 0.26 |
Descriptive statistics
| Standard deviation | 128.19786 |
|---|---|
| Coefficient of variation (CV) | 0.054916186 |
| Kurtosis | 1.8775549 |
| Mean | 2334.4276 |
| Median Absolute Deviation (MAD) | 0.13 |
| Skewness | -1.969129 |
| Sum | 1.4298136 × 108 |
| Variance | 16434.691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2388.09 | 1610 | 2.6% |
| 2388.07 | 1586 | 2.6% |
| 2388.06 | 1583 | 2.6% |
| 2388.1 | 1540 | 2.5% |
| 2388.05 | 1495 | 2.4% |
| 2388.08 | 1477 | 2.4% |
| 2388.12 | 1452 | 2.4% |
| 2388.04 | 1452 | 2.4% |
| 2388.11 | 1449 | 2.4% |
| 2388.03 | 1381 | 2.3% |
| Other values (473) | 46224 |
| Value | Count | Frequency (%) |
| 2027.57 | 1 | < 0.1% |
| 2027.6 | 1 | < 0.1% |
| 2027.61 | 1 | < 0.1% |
| 2027.69 | 2 | |
| 2027.7 | 2 | |
| 2027.74 | 1 | < 0.1% |
| 2027.75 | 1 | < 0.1% |
| 2027.76 | 2 | |
| 2027.77 | 3 | |
| 2027.79 | 2 |
| Value | Count | Frequency (%) |
| 2390.49 | 1 | < 0.1% |
| 2390.28 | 1 | < 0.1% |
| 2390.17 | 1 | < 0.1% |
| 2390.16 | 4 | |
| 2390.11 | 2 | |
| 2390.06 | 2 | |
| 2390.05 | 1 | < 0.1% |
| 2390.04 | 2 | |
| 2390.03 | 1 | < 0.1% |
| 2389.99 | 2 |
sensor_14
Real number (ℝ)
High correlation 
| Distinct | 15938 |
|---|---|
| Distinct (%) | 26.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8067.8118 |
| Minimum | 7845.78 |
|---|---|
| Maximum | 8261.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 7845.78 |
|---|---|
| 5-th percentile | 7872.27 |
| Q1 | 8062.63 |
| median | 8083.81 |
| Q3 | 8128.35 |
| 95-th percentile | 8153.09 |
| Maximum | 8261.65 |
| Range | 415.87 |
| Interquartile range (IQR) | 65.72 |
Descriptive statistics
| Standard deviation | 85.670543 |
|---|---|
| Coefficient of variation (CV) | 0.010618808 |
| Kurtosis | 0.90443623 |
| Mean | 8067.8118 |
| Median Absolute Deviation (MAD) | 30.67 |
| Skewness | -1.4095866 |
| Sum | 4.9414541 × 108 |
| Variance | 7339.442 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8134.61 | 18 | < 0.1% |
| 8082.59 | 17 | < 0.1% |
| 8084.54 | 17 | < 0.1% |
| 8077.66 | 17 | < 0.1% |
| 8075.41 | 17 | < 0.1% |
| 8067.12 | 17 | < 0.1% |
| 8072.72 | 16 | < 0.1% |
| 8063.26 | 16 | < 0.1% |
| 8090.7 | 16 | < 0.1% |
| 8075.05 | 16 | < 0.1% |
| Other values (15928) | 61082 |
| Value | Count | Frequency (%) |
| 7845.78 | 1 | |
| 7849.79 | 1 | |
| 7851.03 | 1 | |
| 7851.3 | 1 | |
| 7852.67 | 1 | |
| 7853.09 | 1 | |
| 7853.14 | 1 | |
| 7854.01 | 1 | |
| 7854.7 | 1 | |
| 7854.81 | 1 |
| Value | Count | Frequency (%) |
| 8261.65 | 1 | |
| 8261.46 | 1 | |
| 8253.57 | 1 | |
| 8251.61 | 1 | |
| 8251.45 | 1 | |
| 8247.28 | 1 | |
| 8244.91 | 1 | |
| 8243.76 | 1 | |
| 8243.17 | 1 | |
| 8241.79 | 1 |
sensor_15
Real number (ℝ)
High correlation 
| Distinct | 11915 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2856036 |
| Minimum | 8.1757 |
|---|---|
| Maximum | 11.0663 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 8.1757 |
|---|---|
| 5-th percentile | 8.37844 |
| Q1 | 8.648 |
| median | 9.2556 |
| Q3 | 9.3658 |
| 95-th percentile | 10.8966 |
| Maximum | 11.0663 |
| Range | 2.8906 |
| Interquartile range (IQR) | 0.7178 |
Descriptive statistics
| Standard deviation | 0.75037369 |
|---|---|
| Coefficient of variation (CV) | 0.080810437 |
| Kurtosis | 0.36037415 |
| Mean | 9.2856036 |
| Median Absolute Deviation (MAD) | 0.1509 |
| Skewness | 1.0400056 |
| Sum | 568733.93 |
| Variance | 0.56306067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.3182 | 29 | < 0.1% |
| 9.3074 | 27 | < 0.1% |
| 9.371 | 26 | < 0.1% |
| 9.3363 | 26 | < 0.1% |
| 9.3437 | 25 | < 0.1% |
| 9.3529 | 25 | < 0.1% |
| 9.354 | 25 | < 0.1% |
| 9.3012 | 25 | < 0.1% |
| 9.3479 | 25 | < 0.1% |
| 9.3491 | 24 | < 0.1% |
| Other values (11905) | 60992 |
| Value | Count | Frequency (%) |
| 8.1757 | 1 | |
| 8.1787 | 1 | |
| 8.1793 | 1 | |
| 8.185 | 1 | |
| 8.1976 | 1 | |
| 8.2011 | 1 | |
| 8.2024 | 2 | |
| 8.2052 | 1 | |
| 8.208 | 1 | |
| 8.2085 | 1 |
| Value | Count | Frequency (%) |
| 11.0663 | 1 | |
| 11.0572 | 1 | |
| 11.0534 | 1 | |
| 11.0506 | 1 | |
| 11.0505 | 1 | |
| 11.0503 | 1 | |
| 11.0467 | 1 | |
| 11.0466 | 1 | |
| 11.0436 | 1 | |
| 11.0431 | 1 |
sensor_16
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.6 MiB |
| 0.02 | |
|---|---|
| 0.03 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.02 |
|---|---|
| 2nd row | 0.02 |
| 3rd row | 0.02 |
| 4th row | 0.02 |
| 5th row | 0.02 |
Common Values
| Value | Count | Frequency (%) |
| 0.02 | 41328 | |
| 0.03 | 19921 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.02 | 41328 | |
| 0.03 | 19921 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 122498 | |
| . | 61249 | |
| 2 | 41328 | 16.9% |
| 3 | 19921 | 8.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 244996 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 122498 | |
| . | 61249 | |
| 2 | 41328 | 16.9% |
| 3 | 19921 | 8.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 244996 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 122498 | |
| . | 61249 | |
| 2 | 41328 | 16.9% |
| 3 | 19921 | 8.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 244996 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 122498 | |
| . | 61249 | |
| 2 | 41328 | 16.9% |
| 3 | 19921 | 8.1% |
sensor_17
Real number (ℝ)
High correlation 
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 347.76003 |
| Minimum | 302 |
|---|---|
| Maximum | 399 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 302 |
|---|---|
| 5-th percentile | 306 |
| Q1 | 330 |
| median | 334 |
| Q3 | 368 |
| 95-th percentile | 393 |
| Maximum | 399 |
| Range | 97 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 27.808283 |
|---|---|
| Coefficient of variation (CV) | 0.079964001 |
| Kurtosis | -1.1319222 |
| Mean | 347.76003 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 0.18475362 |
| Sum | 21299954 |
| Variance | 773.30063 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 331 | 3904 | 6.4% |
| 330 | 3858 | 6.3% |
| 332 | 3610 | 5.9% |
| 333 | 3401 | 5.6% |
| 329 | 2683 | 4.4% |
| 334 | 2667 | 4.4% |
| 368 | 2413 | 3.9% |
| 307 | 2404 | 3.9% |
| 369 | 2382 | 3.9% |
| 306 | 2292 | 3.7% |
| Other values (44) | 31635 |
| Value | Count | Frequency (%) |
| 302 | 3 | < 0.1% |
| 303 | 36 | 0.1% |
| 304 | 328 | 0.5% |
| 305 | 1250 | |
| 306 | 2292 | |
| 307 | 2404 | |
| 308 | 1691 | |
| 309 | 808 | 1.3% |
| 310 | 280 | 0.5% |
| 311 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| 399 | 1 | < 0.1% |
| 398 | 24 | < 0.1% |
| 397 | 145 | 0.2% |
| 396 | 423 | 0.7% |
| 395 | 810 | 1.3% |
| 394 | 1315 | |
| 393 | 1968 | |
| 392 | 2193 | |
| 391 | 1538 | |
| 390 | 648 | 1.1% |
sensor_18
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2228.6133 |
| Minimum | 1915 |
|---|---|
| Maximum | 2388 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 1915 |
|---|---|
| 5-th percentile | 1915 |
| Q1 | 2212 |
| median | 2223 |
| Q3 | 2324 |
| 95-th percentile | 2388 |
| Maximum | 2388 |
| Range | 473 |
| Interquartile range (IQR) | 112 |
Descriptive statistics
| Standard deviation | 145.47249 |
|---|---|
| Coefficient of variation (CV) | 0.065274892 |
| Kurtosis | 0.49048221 |
| Mean | 2228.6133 |
| Median Absolute Deviation (MAD) | 96 |
| Skewness | -1.2190946 |
| Sum | 1.3650034 × 108 |
| Variance | 21162.246 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2212 | 15395 | |
| 2388 | 9238 | |
| 2319 | 9224 | |
| 2223 | 9162 | |
| 1915 | 9139 | |
| 2324 | 9091 |
| Value | Count | Frequency (%) |
| 1915 | 9139 | |
| 2212 | 15395 | |
| 2223 | 9162 | |
| 2319 | 9224 | |
| 2324 | 9091 | |
| 2388 | 9238 |
| Value | Count | Frequency (%) |
| 2388 | 9238 | |
| 2324 | 9091 | |
| 2319 | 9224 | |
| 2223 | 9162 | |
| 2212 | 15395 | |
| 1915 | 9139 |
sensor_19
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.6 MiB |
| 100.0 | |
|---|---|
| 84.93 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100.0 |
|---|---|
| 2nd row | 100.0 |
| 3rd row | 100.0 |
| 4th row | 100.0 |
| 5th row | 84.93 |
Common Values
| Value | Count | Frequency (%) |
| 100.0 | 52110 | |
| 84.93 | 9139 | 14.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 100.0 | 52110 | |
| 84.93 | 9139 | 14.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 156330 | |
| . | 61249 | 20.0% |
| 1 | 52110 | 17.0% |
| 8 | 9139 | 3.0% |
| 4 | 9139 | 3.0% |
| 9 | 9139 | 3.0% |
| 3 | 9139 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 306245 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 156330 | |
| . | 61249 | 20.0% |
| 1 | 52110 | 17.0% |
| 8 | 9139 | 3.0% |
| 4 | 9139 | 3.0% |
| 9 | 9139 | 3.0% |
| 3 | 9139 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 306245 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 156330 | |
| . | 61249 | 20.0% |
| 1 | 52110 | 17.0% |
| 8 | 9139 | 3.0% |
| 4 | 9139 | 3.0% |
| 9 | 9139 | 3.0% |
| 3 | 9139 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 306245 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 156330 | |
| . | 61249 | 20.0% |
| 1 | 52110 | 17.0% |
| 8 | 9139 | 3.0% |
| 4 | 9139 | 3.0% |
| 9 | 9139 | 3.0% |
| 3 | 9139 | 3.0% |
sensor_20
Real number (ℝ)
High correlation 
| Distinct | 652 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.864333 |
| Minimum | 10.16 |
|---|---|
| Maximum | 39.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 10.16 |
|---|---|
| 5-th percentile | 10.52 |
| Q1 | 10.94 |
| median | 14.93 |
| Q3 | 28.56 |
| 95-th percentile | 39.08 |
| Maximum | 39.89 |
| Range | 29.73 |
| Interquartile range (IQR) | 17.62 |
Descriptive statistics
| Standard deviation | 9.9363961 |
|---|---|
| Coefficient of variation (CV) | 0.47623837 |
| Kurtosis | -0.94146527 |
| Mean | 20.864333 |
| Median Absolute Deviation (MAD) | 4.41 |
| Skewness | 0.64292583 |
| Sum | 1277919.6 |
| Variance | 98.731968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.6 | 534 | 0.9% |
| 10.59 | 533 | 0.9% |
| 10.61 | 527 | 0.9% |
| 10.63 | 525 | 0.9% |
| 10.65 | 519 | 0.8% |
| 10.58 | 517 | 0.8% |
| 10.64 | 513 | 0.8% |
| 10.62 | 513 | 0.8% |
| 10.57 | 509 | 0.8% |
| 10.56 | 494 | 0.8% |
| Other values (642) | 56065 |
| Value | Count | Frequency (%) |
| 10.16 | 1 | < 0.1% |
| 10.18 | 1 | < 0.1% |
| 10.19 | 1 | < 0.1% |
| 10.21 | 1 | < 0.1% |
| 10.22 | 2 | |
| 10.23 | 3 | |
| 10.24 | 1 | < 0.1% |
| 10.25 | 1 | < 0.1% |
| 10.26 | 3 | |
| 10.27 | 4 |
| Value | Count | Frequency (%) |
| 39.89 | 2 | |
| 39.84 | 1 | < 0.1% |
| 39.82 | 2 | |
| 39.79 | 1 | < 0.1% |
| 39.78 | 3 | |
| 39.76 | 3 | |
| 39.75 | 3 | |
| 39.74 | 3 | |
| 39.73 | 3 | |
| 39.72 | 4 |
sensor_21
Real number (ℝ)
High correlation 
| Distinct | 21574 |
|---|---|
| Distinct (%) | 35.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.518995 |
| Minimum | 6.0843 |
|---|---|
| Maximum | 23.8852 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 6.0843 |
|---|---|
| 5-th percentile | 6.3132 |
| Q1 | 6.5661 |
| median | 8.9601 |
| Q3 | 17.1355 |
| 95-th percentile | 23.448 |
| Maximum | 23.8852 |
| Range | 17.8009 |
| Interquartile range (IQR) | 10.5694 |
Descriptive statistics
| Standard deviation | 5.9626973 |
|---|---|
| Coefficient of variation (CV) | 0.47629199 |
| Kurtosis | -0.9409452 |
| Mean | 12.518995 |
| Median Absolute Deviation (MAD) | 2.6468 |
| Skewness | 0.64305508 |
| Sum | 766775.95 |
| Variance | 35.553759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.3688 | 18 | < 0.1% |
| 6.3664 | 18 | < 0.1% |
| 6.4243 | 16 | < 0.1% |
| 6.3897 | 16 | < 0.1% |
| 8.9282 | 16 | < 0.1% |
| 6.3608 | 16 | < 0.1% |
| 6.4149 | 16 | < 0.1% |
| 6.328 | 16 | < 0.1% |
| 6.3959 | 16 | < 0.1% |
| 6.3685 | 15 | < 0.1% |
| Other values (21564) | 61086 |
| Value | Count | Frequency (%) |
| 6.0843 | 1 | |
| 6.1008 | 1 | |
| 6.1185 | 1 | |
| 6.129 | 1 | |
| 6.1408 | 1 | |
| 6.1427 | 1 | |
| 6.1431 | 1 | |
| 6.1456 | 1 | |
| 6.1468 | 1 | |
| 6.149 | 1 |
| Value | Count | Frequency (%) |
| 23.8852 | 1 | |
| 23.8828 | 1 | |
| 23.8807 | 1 | |
| 23.8804 | 1 | |
| 23.8748 | 1 | |
| 23.8691 | 1 | |
| 23.867 | 1 | |
| 23.8669 | 1 | |
| 23.8649 | 1 | |
| 23.8639 | 1 |
RUL
Real number (ℝ)
High correlation 
| Distinct | 543 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.31142 |
| Minimum | 0 |
|---|---|
| Maximum | 542 |
| Zeros | 249 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 61 |
| median | 122 |
| Q3 | 190 |
| 95-th percentile | 298 |
| Maximum | 542 |
| Range | 542 |
| Interquartile range (IQR) | 129 |
Descriptive statistics
| Standard deviation | 89.783389 |
|---|---|
| Coefficient of variation (CV) | 0.67348612 |
| Kurtosis | 0.24691862 |
| Mean | 133.31142 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | 0.7079729 |
| Sum | 8165191 |
| Variance | 8061.057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49 | 249 | 0.4% |
| 68 | 249 | 0.4% |
| 96 | 249 | 0.4% |
| 95 | 249 | 0.4% |
| 94 | 249 | 0.4% |
| 93 | 249 | 0.4% |
| 92 | 249 | 0.4% |
| 91 | 249 | 0.4% |
| 90 | 249 | 0.4% |
| 89 | 249 | 0.4% |
| Other values (533) | 58759 |
| Value | Count | Frequency (%) |
| 0 | 249 | |
| 1 | 249 | |
| 2 | 249 | |
| 3 | 249 | |
| 4 | 249 | |
| 5 | 249 | |
| 6 | 249 | |
| 7 | 249 | |
| 8 | 249 | |
| 9 | 249 |
| Value | Count | Frequency (%) |
| 542 | 1 | |
| 541 | 1 | |
| 540 | 1 | |
| 539 | 1 | |
| 538 | 1 | |
| 537 | 1 | |
| 536 | 1 | |
| 535 | 1 | |
| 534 | 1 | |
| 533 | 1 |
Interactions
Correlations
| RUL | cycle | op_setting_1 | op_setting_2 | op_setting_3 | sensor_1 | sensor_10 | sensor_11 | sensor_12 | sensor_13 | sensor_14 | sensor_15 | sensor_16 | sensor_17 | sensor_18 | sensor_19 | sensor_2 | sensor_20 | sensor_21 | sensor_3 | sensor_4 | sensor_5 | sensor_6 | sensor_7 | sensor_8 | sensor_9 | unit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RUL | 1.000 | -0.671 | -0.001 | -0.000 | 0.008 | -0.000 | -0.057 | -0.177 | -0.022 | -0.401 | -0.168 | -0.018 | 0.081 | -0.134 | 0.000 | 0.008 | -0.096 | 0.011 | 0.012 | -0.133 | -0.170 | 0.001 | -0.036 | -0.021 | -0.087 | -0.117 | -0.009 |
| cycle | -0.671 | 1.000 | 0.001 | 0.001 | 0.000 | -0.000 | 0.067 | 0.103 | 0.041 | 0.378 | 0.188 | -0.063 | 0.046 | 0.083 | -0.001 | 0.000 | 0.047 | 0.019 | 0.019 | 0.083 | 0.097 | -0.001 | -0.026 | 0.040 | 0.088 | 0.114 | -0.009 |
| op_setting_1 | -0.001 | 0.001 | 1.000 | 0.887 | 1.000 | -0.943 | -0.741 | -0.710 | -0.927 | -0.082 | -0.412 | 0.713 | 0.953 | -0.761 | -0.742 | 1.000 | -0.730 | -0.927 | -0.927 | -0.760 | -0.736 | -0.984 | -0.969 | -0.927 | -0.730 | -0.759 | 0.001 |
| op_setting_2 | -0.000 | 0.001 | 0.887 | 1.000 | 1.000 | -0.820 | -0.592 | -0.581 | -0.772 | 0.066 | -0.391 | 0.561 | 0.953 | -0.579 | -0.509 | 1.000 | -0.501 | -0.773 | -0.773 | -0.578 | -0.582 | -0.902 | -0.888 | -0.772 | -0.501 | -0.579 | 0.001 |
| op_setting_3 | 0.008 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.512 | 1.000 | 1.000 | 1.000 | 0.291 | 1.000 | 1.000 | 1.000 | 1.000 | 0.641 | 0.641 | 1.000 | 0.996 | 1.000 | 1.000 | 0.507 | 1.000 | 1.000 | 0.000 |
| sensor_1 | -0.000 | -0.000 | -0.943 | -0.820 | 1.000 | 1.000 | 0.712 | 0.682 | 0.902 | 0.077 | 0.280 | -0.674 | 0.953 | 0.736 | 0.796 | 1.000 | 0.783 | 0.902 | 0.902 | 0.735 | 0.707 | 0.959 | 0.944 | 0.902 | 0.783 | 0.733 | 0.000 |
| sensor_10 | -0.057 | 0.067 | -0.741 | -0.592 | 1.000 | 0.712 | 1.000 | 0.954 | 0.842 | 0.506 | 0.790 | -0.966 | 0.959 | 0.954 | 0.916 | 1.000 | 0.904 | 0.833 | 0.833 | 0.953 | 0.955 | 0.753 | 0.738 | 0.842 | 0.919 | 0.967 | 0.005 |
| sensor_11 | -0.177 | 0.103 | -0.710 | -0.581 | 1.000 | 0.682 | 0.954 | 1.000 | 0.781 | 0.494 | 0.787 | -0.882 | 0.974 | 0.953 | 0.883 | 1.000 | 0.899 | 0.769 | 0.769 | 0.951 | 0.979 | 0.722 | 0.733 | 0.780 | 0.884 | 0.941 | 0.000 |
| sensor_12 | -0.022 | 0.041 | -0.927 | -0.772 | 0.512 | 0.902 | 0.842 | 0.781 | 1.000 | 0.273 | 0.527 | -0.844 | 0.953 | 0.868 | 0.851 | 0.512 | 0.836 | 0.984 | 0.984 | 0.866 | 0.823 | 0.943 | 0.926 | 0.992 | 0.851 | 0.880 | 0.002 |
| sensor_13 | -0.401 | 0.378 | -0.082 | 0.066 | 1.000 | 0.077 | 0.506 | 0.494 | 0.273 | 1.000 | 0.606 | -0.495 | 0.291 | 0.496 | 0.425 | 1.000 | 0.459 | 0.240 | 0.238 | 0.496 | 0.496 | 0.084 | 0.099 | 0.272 | 0.545 | 0.553 | 0.018 |
| sensor_14 | -0.168 | 0.188 | -0.412 | -0.391 | 1.000 | 0.280 | 0.790 | 0.787 | 0.527 | 0.606 | 1.000 | -0.782 | 0.814 | 0.735 | 0.571 | 1.000 | 0.576 | 0.511 | 0.510 | 0.734 | 0.764 | 0.419 | 0.416 | 0.526 | 0.611 | 0.778 | 0.014 |
| sensor_15 | -0.018 | -0.063 | 0.713 | 0.561 | 1.000 | -0.674 | -0.966 | -0.882 | -0.844 | -0.495 | -0.782 | 1.000 | 0.955 | -0.910 | -0.885 | 1.000 | -0.853 | -0.838 | -0.838 | -0.909 | -0.893 | -0.726 | -0.687 | -0.844 | -0.891 | -0.942 | -0.006 |
| sensor_16 | 0.081 | 0.046 | 0.953 | 0.953 | 0.291 | 0.953 | 0.959 | 0.974 | 0.953 | 0.291 | 0.814 | 0.955 | 1.000 | 0.853 | 0.818 | 0.291 | 0.818 | 0.955 | 0.956 | 0.850 | 0.954 | 0.953 | 0.954 | 0.953 | 0.818 | 0.830 | 0.000 |
| sensor_17 | -0.134 | 0.083 | -0.761 | -0.579 | 1.000 | 0.736 | 0.954 | 0.953 | 0.868 | 0.496 | 0.735 | -0.910 | 0.853 | 1.000 | 0.937 | 1.000 | 0.944 | 0.860 | 0.859 | 0.982 | 0.972 | 0.774 | 0.777 | 0.868 | 0.936 | 0.975 | 0.001 |
| sensor_18 | 0.000 | -0.001 | -0.742 | -0.509 | 1.000 | 0.796 | 0.916 | 0.883 | 0.851 | 0.425 | 0.571 | -0.885 | 0.818 | 0.937 | 1.000 | 1.000 | 0.984 | 0.851 | 0.851 | 0.936 | 0.908 | 0.754 | 0.743 | 0.851 | 0.984 | 0.934 | 0.002 |
| sensor_19 | 0.008 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.512 | 1.000 | 1.000 | 1.000 | 0.291 | 1.000 | 1.000 | 1.000 | 1.000 | 0.641 | 0.641 | 1.000 | 0.996 | 1.000 | 1.000 | 0.507 | 1.000 | 1.000 | 0.000 |
| sensor_2 | -0.096 | 0.047 | -0.730 | -0.501 | 1.000 | 0.783 | 0.904 | 0.899 | 0.836 | 0.459 | 0.576 | -0.853 | 0.818 | 0.944 | 0.984 | 1.000 | 1.000 | 0.831 | 0.831 | 0.942 | 0.923 | 0.742 | 0.746 | 0.836 | 0.975 | 0.932 | 0.001 |
| sensor_20 | 0.011 | 0.019 | -0.927 | -0.773 | 0.641 | 0.902 | 0.833 | 0.769 | 0.984 | 0.240 | 0.511 | -0.838 | 0.955 | 0.860 | 0.851 | 0.641 | 0.831 | 1.000 | 0.981 | 0.858 | 0.812 | 0.943 | 0.920 | 0.984 | 0.843 | 0.868 | 0.002 |
| sensor_21 | 0.012 | 0.019 | -0.927 | -0.773 | 0.641 | 0.902 | 0.833 | 0.769 | 0.984 | 0.238 | 0.510 | -0.838 | 0.956 | 0.859 | 0.851 | 0.641 | 0.831 | 0.981 | 1.000 | 0.858 | 0.812 | 0.943 | 0.920 | 0.984 | 0.843 | 0.868 | 0.003 |
| sensor_3 | -0.133 | 0.083 | -0.760 | -0.578 | 1.000 | 0.735 | 0.953 | 0.951 | 0.866 | 0.496 | 0.734 | -0.909 | 0.850 | 0.982 | 0.936 | 1.000 | 0.942 | 0.858 | 0.858 | 1.000 | 0.971 | 0.772 | 0.776 | 0.866 | 0.935 | 0.974 | 0.001 |
| sensor_4 | -0.170 | 0.097 | -0.736 | -0.582 | 0.996 | 0.707 | 0.955 | 0.979 | 0.823 | 0.496 | 0.764 | -0.893 | 0.954 | 0.972 | 0.908 | 0.996 | 0.923 | 0.812 | 0.812 | 0.971 | 1.000 | 0.748 | 0.757 | 0.822 | 0.908 | 0.960 | -0.000 |
| sensor_5 | 0.001 | -0.001 | -0.984 | -0.902 | 1.000 | 0.959 | 0.753 | 0.722 | 0.943 | 0.084 | 0.419 | -0.726 | 0.953 | 0.774 | 0.754 | 1.000 | 0.742 | 0.943 | 0.943 | 0.772 | 0.748 | 1.000 | 0.985 | 0.943 | 0.742 | 0.772 | -0.001 |
| sensor_6 | -0.036 | -0.026 | -0.969 | -0.888 | 1.000 | 0.944 | 0.738 | 0.733 | 0.926 | 0.099 | 0.416 | -0.687 | 0.954 | 0.777 | 0.743 | 1.000 | 0.746 | 0.920 | 0.920 | 0.776 | 0.757 | 0.985 | 1.000 | 0.925 | 0.733 | 0.766 | 0.003 |
| sensor_7 | -0.021 | 0.040 | -0.927 | -0.772 | 0.507 | 0.902 | 0.842 | 0.780 | 0.992 | 0.272 | 0.526 | -0.844 | 0.953 | 0.868 | 0.851 | 0.507 | 0.836 | 0.984 | 0.984 | 0.866 | 0.822 | 0.943 | 0.925 | 1.000 | 0.851 | 0.879 | 0.003 |
| sensor_8 | -0.087 | 0.088 | -0.730 | -0.501 | 1.000 | 0.783 | 0.919 | 0.884 | 0.851 | 0.545 | 0.611 | -0.891 | 0.818 | 0.936 | 0.984 | 1.000 | 0.975 | 0.843 | 0.843 | 0.935 | 0.908 | 0.742 | 0.733 | 0.851 | 1.000 | 0.950 | 0.006 |
| sensor_9 | -0.117 | 0.114 | -0.759 | -0.579 | 1.000 | 0.733 | 0.967 | 0.941 | 0.880 | 0.553 | 0.778 | -0.942 | 0.830 | 0.975 | 0.934 | 1.000 | 0.932 | 0.868 | 0.868 | 0.974 | 0.960 | 0.772 | 0.766 | 0.879 | 0.950 | 1.000 | 0.007 |
| unit | -0.009 | -0.009 | 0.001 | 0.001 | 0.000 | 0.000 | 0.005 | 0.000 | 0.002 | 0.018 | 0.014 | -0.006 | 0.000 | 0.001 | 0.002 | 0.000 | 0.001 | 0.002 | 0.003 | 0.001 | -0.000 | -0.001 | 0.003 | 0.003 | 0.006 | 0.007 | 1.000 |
Missing values
Sample
| unit | cycle | op_setting_1 | op_setting_2 | op_setting_3 | sensor_1 | sensor_2 | sensor_3 | sensor_4 | sensor_5 | sensor_6 | sensor_7 | sensor_8 | sensor_9 | sensor_10 | sensor_11 | sensor_12 | sensor_13 | sensor_14 | sensor_15 | sensor_16 | sensor_17 | sensor_18 | sensor_19 | sensor_20 | sensor_21 | RUL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 42.0049 | 0.8400 | 100.0 | 445.00 | 549.68 | 1343.43 | 1112.93 | 3.91 | 5.70 | 137.36 | 2211.86 | 8311.32 | 1.01 | 41.69 | 129.78 | 2387.99 | 8074.83 | 9.3335 | 0.02 | 330 | 2212 | 100.00 | 10.62 | 6.3670 | 320 |
| 1 | 1 | 2 | 20.0020 | 0.7002 | 100.0 | 491.19 | 606.07 | 1477.61 | 1237.50 | 9.35 | 13.61 | 332.10 | 2323.66 | 8713.60 | 1.07 | 43.94 | 312.59 | 2387.73 | 8046.13 | 9.1913 | 0.02 | 361 | 2324 | 100.00 | 24.37 | 14.6552 | 319 |
| 2 | 1 | 3 | 42.0038 | 0.8409 | 100.0 | 445.00 | 548.95 | 1343.12 | 1117.05 | 3.91 | 5.69 | 138.18 | 2211.92 | 8306.69 | 1.01 | 41.66 | 129.62 | 2387.97 | 8066.62 | 9.4007 | 0.02 | 329 | 2212 | 100.00 | 10.48 | 6.4213 | 318 |
| 3 | 1 | 4 | 42.0000 | 0.8400 | 100.0 | 445.00 | 548.70 | 1341.24 | 1118.03 | 3.91 | 5.70 | 137.98 | 2211.88 | 8312.35 | 1.02 | 41.68 | 129.80 | 2388.02 | 8076.05 | 9.3369 | 0.02 | 328 | 2212 | 100.00 | 10.54 | 6.4176 | 317 |
| 4 | 1 | 5 | 25.0063 | 0.6207 | 60.0 | 462.54 | 536.10 | 1255.23 | 1033.59 | 7.05 | 9.00 | 174.82 | 1915.22 | 7994.94 | 0.93 | 36.48 | 164.11 | 2028.08 | 7865.80 | 10.8366 | 0.02 | 305 | 1915 | 84.93 | 14.03 | 8.6754 | 316 |
| 5 | 1 | 6 | 34.9996 | 0.8400 | 100.0 | 449.44 | 554.77 | 1352.87 | 1117.01 | 5.48 | 7.97 | 193.82 | 2222.77 | 8340.00 | 1.02 | 41.44 | 181.90 | 2387.87 | 8054.10 | 9.3346 | 0.02 | 330 | 2223 | 100.00 | 14.91 | 8.9057 | 315 |
| 6 | 1 | 7 | 0.0019 | 0.0001 | 100.0 | 518.67 | 641.83 | 1583.47 | 1393.89 | 14.62 | 21.58 | 552.45 | 2387.92 | 9050.50 | 1.30 | 46.94 | 520.48 | 2387.89 | 8127.92 | 8.3960 | 0.03 | 391 | 2388 | 100.00 | 38.93 | 23.4578 | 314 |
| 7 | 1 | 8 | 41.9981 | 0.8400 | 100.0 | 445.00 | 549.05 | 1344.16 | 1110.77 | 3.91 | 5.69 | 137.13 | 2211.92 | 8307.28 | 1.01 | 41.60 | 129.65 | 2387.97 | 8075.99 | 9.3679 | 0.02 | 329 | 2212 | 100.00 | 10.55 | 6.2787 | 313 |
| 8 | 1 | 9 | 42.0016 | 0.8400 | 100.0 | 445.00 | 549.55 | 1342.85 | 1101.67 | 3.91 | 5.70 | 138.02 | 2211.90 | 8307.81 | 1.02 | 41.44 | 129.65 | 2388.00 | 8071.13 | 9.3384 | 0.02 | 328 | 2212 | 100.00 | 10.63 | 6.3055 | 312 |
| 9 | 1 | 10 | 25.0019 | 0.6217 | 60.0 | 462.54 | 536.35 | 1251.91 | 1041.37 | 7.05 | 9.01 | 174.70 | 1915.23 | 8005.83 | 0.94 | 36.24 | 164.08 | 2028.13 | 7869.41 | 10.9141 | 0.02 | 305 | 1915 | 84.93 | 14.34 | 8.6119 | 311 |
| unit | cycle | op_setting_1 | op_setting_2 | op_setting_3 | sensor_1 | sensor_2 | sensor_3 | sensor_4 | sensor_5 | sensor_6 | sensor_7 | sensor_8 | sensor_9 | sensor_10 | sensor_11 | sensor_12 | sensor_13 | sensor_14 | sensor_15 | sensor_16 | sensor_17 | sensor_18 | sensor_19 | sensor_20 | sensor_21 | RUL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 61239 | 249 | 246 | 42.0049 | 0.8400 | 100.0 | 445.00 | 549.66 | 1360.69 | 1143.75 | 3.91 | 5.69 | 141.98 | 2212.40 | 8362.88 | 1.04 | 42.40 | 133.31 | 2388.54 | 8130.97 | 9.1249 | 0.02 | 335 | 2212 | 100.00 | 10.74 | 6.4258 | 9 |
| 61240 | 249 | 247 | 41.9997 | 0.8409 | 100.0 | 445.00 | 549.79 | 1359.28 | 1139.92 | 3.91 | 5.69 | 142.28 | 2212.45 | 8375.36 | 1.04 | 42.61 | 134.15 | 2388.59 | 8133.74 | 9.1219 | 0.02 | 334 | 2212 | 100.00 | 10.71 | 6.4422 | 8 |
| 61241 | 249 | 248 | 20.0016 | 0.7011 | 100.0 | 491.19 | 607.49 | 1494.10 | 1265.20 | 9.35 | 13.60 | 341.74 | 2324.63 | 8780.12 | 1.09 | 44.83 | 322.01 | 2388.74 | 8106.60 | 9.0165 | 0.03 | 368 | 2324 | 100.00 | 24.89 | 14.9015 | 7 |
| 61242 | 249 | 249 | 42.0046 | 0.8405 | 100.0 | 445.00 | 549.34 | 1365.59 | 1138.33 | 3.91 | 5.69 | 141.44 | 2212.52 | 8370.78 | 1.05 | 42.56 | 133.84 | 2388.59 | 8136.44 | 9.0822 | 0.02 | 333 | 2212 | 100.00 | 10.88 | 6.4530 | 6 |
| 61243 | 249 | 250 | 25.0000 | 0.6200 | 60.0 | 462.54 | 537.34 | 1269.56 | 1057.40 | 7.05 | 9.00 | 179.15 | 1915.84 | 8049.77 | 0.94 | 37.21 | 167.63 | 2028.75 | 7909.61 | 10.7029 | 0.02 | 307 | 1915 | 84.93 | 14.55 | 8.6805 | 5 |
| 61244 | 249 | 251 | 9.9998 | 0.2500 | 100.0 | 489.05 | 605.33 | 1516.36 | 1315.28 | 10.52 | 15.46 | 404.59 | 2319.66 | 8840.16 | 1.27 | 46.08 | 380.16 | 2388.73 | 8185.69 | 8.4541 | 0.03 | 372 | 2319 | 100.00 | 29.11 | 17.5234 | 4 |
| 61245 | 249 | 252 | 0.0028 | 0.0015 | 100.0 | 518.67 | 643.42 | 1598.92 | 1426.77 | 14.62 | 21.57 | 567.59 | 2388.47 | 9117.12 | 1.31 | 48.04 | 535.02 | 2388.46 | 8185.47 | 8.2221 | 0.03 | 396 | 2388 | 100.00 | 39.38 | 23.7151 | 3 |
| 61246 | 249 | 253 | 0.0029 | 0.0000 | 100.0 | 518.67 | 643.68 | 1607.72 | 1430.56 | 14.62 | 21.57 | 569.04 | 2388.51 | 9126.53 | 1.31 | 48.24 | 535.41 | 2388.48 | 8193.94 | 8.2525 | 0.03 | 395 | 2388 | 100.00 | 39.78 | 23.8270 | 2 |
| 61247 | 249 | 254 | 35.0046 | 0.8400 | 100.0 | 449.44 | 555.77 | 1381.29 | 1148.18 | 5.48 | 7.96 | 199.93 | 2223.78 | 8403.64 | 1.05 | 42.53 | 187.92 | 2388.83 | 8125.64 | 9.0515 | 0.02 | 337 | 2223 | 100.00 | 15.26 | 9.0774 | 1 |
| 61248 | 249 | 255 | 42.0030 | 0.8400 | 100.0 | 445.00 | 549.85 | 1369.75 | 1147.45 | 3.91 | 5.69 | 142.47 | 2212.52 | 8391.31 | 1.05 | 42.60 | 134.32 | 2388.66 | 8144.33 | 9.1207 | 0.02 | 333 | 2212 | 100.00 | 10.66 | 6.4341 | 0 |